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Watts Strogatz dataset and benchmarks · SOTA2 Research

Research Datasets

Watts Strogatz

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

AMG Solver Convergence

Watts-Strogatz

100Convergence Rate

24

Solving Sparse Linear Systems

Watts-Strogatz Random Weights Asymmetric

109Average Iteration Count

23

Distribution-on-distribution regression over graphs

Watts-Strogatz k=45, p=0.5 Simulated (test)

10.852-Wasserstein Distance

8

Distribution-on-distribution regression over graphs

Watts-Strogatz (k=25, p=0.3) Simulated (test)

8.872-Wasserstein Distance

8

Graph Generation

Watts Strogatz

2.98Degree

6

Popular tasks

Distribution-on-distribution regression over graphs Graph generation Solving Sparse Linear Systems AMG Solver Convergence

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